3 ms·
Yeah sure so the MAE is currently ~1.4 years, and the RMSE is ~ 1.8. Yeah there is trouble with outliers, and unfortunately in the data I have there seems to be
by MattThorne 5y ago
Yeah sure so the MAE is currently ~1.4 years, and the RMSE is ~ 1.8. Yeah there is trouble with outliers, and unfortunately in the data I have there seems to be no way to tell when an outlier has occurred. For example, if a car has an unusually short life I can't necessarily tell if that is from an accident or it was just poorly built/ maintained. To try to counter this I have trained only on cars where there is data for more than 1000 of that make/ model in the hope these outliers will get averaged out.